Suha Kwak

  Inria - WILLOW Project
  23 avenue d'Italie
  75013 Paris, France
  Email: firstname dot lastname at inria dot fr

I am a postdoctoral researcher at the Inria, and working with Ivan Laptev in the WILLOW team at the Department of Computer Science of the École Normale Supérieure. Before coming to France, I completed my PhD at POSTECH, where I was advised by Prof. Joon Hee Han and Prof. Bohyung Han in the Computer Vision Lab.


News

09 / 2015
A paper on unsupervised object tracking is accepted to ICCV 2015.
04 / 2015
A paper on online object tracking is accepted to ICML 2015.
03 / 2015
A paper on unsupervised object discovery is accepted to CVPR 2015 for oral presentation.
09 / 2014
A paper on learning using privileged information is accepted to NIPS 2014.
04 / 2014
I moved to the WILLOW team at ENS/Inria in Paris, France.

Selected Publication

Online Video Event Detection by Constraint Flow
Suha Kwak, Bohyung Han, and Joon Hee Han
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 26(6), 1174-1186, 2014.
Orderless Tracking through Model-Averaged Posterior Estimation
Seunghoon Hong, Suha Kwak, and Bohyung Han
International Conference on Computer Vision (ICCV), 2013.
Multi-Agent Event Detection: Localization and Role Assignment
Suha Kwak, Bohyung Han, and Joon Hee Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
On-line Video Segmentation by Bayesian Split-Merge Clustering
Juho Lee, Suha Kwak, Bohyung Han, and Seungjin Choi
European Conference on Computer Vision (ECCV), 2012.
Generalized Background Subtraction Based on Hybrid Inference by Belief Propagation and Bayesian Filtering
Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, and Joon Hee Han
International Conference on Computer Vision (ICCV), 2011.
Learning Occlusion with Likelihoods for Visual Tracking
Suha Kwak, Woonhyun Nam, Bohyung Han, and Joon Hee Han
International Conference on Computer Vision (ICCV), 2011.